Detail projektu
Metody AI pro zabezpečení kybernetického prostoru a řídicí systémy
Období řešení: 1. 3. 2020 – 28. 2. 2023
Typ projektu: grant
Kód: FIT-S-20-6293
Agentura: Vysoké učení technické v Brně
Program: Vnitřní projekty VUT
Typ
grant
Abstrakt
Mnoho odvětví spoléhá na informační technologie, které pomocí analýzy dostupných dat poskytují přesné a aktuální informace. Vzhledem k obrovskému množství a rozmanitosti vstupů dat do analytiky je tradiční přístup zpracování dat nedostatečný. V projektu se zaměříme na aplikaci pokročilých metod strojového učení a umělé inteligence pro zvýšení bezpečnosti a soukromí kyberprostoru a řídicích systémů.
Řešitelé
Matoušek Petr, doc. Ing., Ph.D., M.A.
(UIFS)
– hlavní řešitel
Bartík Vladimír, Ing., Ph.D. (UIFS)
Beníčková Zuzana, Ing.
Burget Radek, doc. Ing., Ph.D. (UIFS)
Burgetová Ivana, Ing., Ph.D. (UIFS)
Dvořák Tomáš, Ing.
Grégr Matěj, Ing., Ph.D. (UIFS)
Grofčík Peter, Ing.
Hon Jiří, Ing., Ph.D.
Hranický Radek, Ing., Ph.D. (UIFS)
Hruška Tomáš, prof. Ing., CSc. (UIFS)
Hynek Jiří, Ing., Ph.D. (UIFS)
Imeri Arbnor, M.Eng., MSc (UIFS)
Jeřábek Kamil, Ing., Ph.D. (UIFS)
Klobučníková Dominika, Ing.
Kocman Radim, Ing., Ph.D. (CVT)
Kolář Dušan, doc. Dr. Ing. (UIFS)
Koutenský Michal, Ing. (UIFS)
Kövári Adam, Mgr. (UIFS)
Krajč Patrik, Ing.
Kreslíková Jitka, doc. RNDr., CSc. (UIFS)
Křivka Zbyněk, Ing., Ph.D. (UIFS)
Květoňová Šárka, Ing., Ph.D. (UIFS)
Masárová Mária, Ing.
Meduna Alexandr, prof. RNDr., CSc. (UIFS)
Musil Miloš, Ing., Ph.D. (UIFS)
Pastushenko Olena, Ing. (UIFS)
Polčák Libor, Ing., Ph.D. (UIFS)
Pristaš Ján, Ing.
Regéciová Dominika, Ing. (UIFS)
Rudnitckaia Julia, Mgr., Ph.D.
Rychlý Marek, RNDr., Ph.D. (UIFS)
Ryšavý Ondřej, doc. Ing., Ph.D. (UIFS)
Škarvada Libor, RNDr. (UIFS)
Tomko Martin, Ing. (UIFS)
Večeřa Vojtěch, Ing.
Veselý Vladimír, Ing., Ph.D. (UIFS)
Victor Malombe
Vondráček Martin, Ing. (UIFS)
Youssef Sawsan, Ing.
Zendulka Jaroslav, doc. Ing., CSc. (UIFS)
Zobal Lukáš, Ing. (FIT)
Bartík Vladimír, Ing., Ph.D. (UIFS)
Beníčková Zuzana, Ing.
Burget Radek, doc. Ing., Ph.D. (UIFS)
Burgetová Ivana, Ing., Ph.D. (UIFS)
Dvořák Tomáš, Ing.
Grégr Matěj, Ing., Ph.D. (UIFS)
Grofčík Peter, Ing.
Hon Jiří, Ing., Ph.D.
Hranický Radek, Ing., Ph.D. (UIFS)
Hruška Tomáš, prof. Ing., CSc. (UIFS)
Hynek Jiří, Ing., Ph.D. (UIFS)
Imeri Arbnor, M.Eng., MSc (UIFS)
Jeřábek Kamil, Ing., Ph.D. (UIFS)
Klobučníková Dominika, Ing.
Kocman Radim, Ing., Ph.D. (CVT)
Kolář Dušan, doc. Dr. Ing. (UIFS)
Koutenský Michal, Ing. (UIFS)
Kövári Adam, Mgr. (UIFS)
Krajč Patrik, Ing.
Kreslíková Jitka, doc. RNDr., CSc. (UIFS)
Křivka Zbyněk, Ing., Ph.D. (UIFS)
Květoňová Šárka, Ing., Ph.D. (UIFS)
Masárová Mária, Ing.
Meduna Alexandr, prof. RNDr., CSc. (UIFS)
Musil Miloš, Ing., Ph.D. (UIFS)
Pastushenko Olena, Ing. (UIFS)
Polčák Libor, Ing., Ph.D. (UIFS)
Pristaš Ján, Ing.
Regéciová Dominika, Ing. (UIFS)
Rudnitckaia Julia, Mgr., Ph.D.
Rychlý Marek, RNDr., Ph.D. (UIFS)
Ryšavý Ondřej, doc. Ing., Ph.D. (UIFS)
Škarvada Libor, RNDr. (UIFS)
Tomko Martin, Ing. (UIFS)
Večeřa Vojtěch, Ing.
Veselý Vladimír, Ing., Ph.D. (UIFS)
Victor Malombe
Vondráček Martin, Ing. (UIFS)
Youssef Sawsan, Ing.
Zendulka Jaroslav, doc. Ing., CSc. (UIFS)
Zobal Lukáš, Ing. (FIT)
Publikace
2023
- PASTUSHENKO, O.; PASSMORE, C. Play and Resistance: Intersecting Identities and Implicit Biases in Gamified Educational Tools. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems. Hamburg: Association for Computing Machinery, 2023.
p. 1-7. ISBN: 978-1-4503-9422-2. Detail - POLČÁK, L. Responsible And Safe Home Metering: How to Design A Privacy-Friendly Metering System?. In Information Security and Privacy in Smart Devices: Tools, Methods, and Applications. Information Security and Privacy in Smart Devices: Tools, Methods, and Applications. Hershey, PA: IGI Global, 2023.
p. 1-40. ISBN: 978-1-6684-5991-1. Detail - VONDRÁČEK, M.; BAGGILI, I.; CASEY, P.; MEKNI, M. Rise of the Metaverse's Immersive Virtual Reality Malware and the Man-in-the-Room Attack & Defenses. COMPUTERS & SECURITY, 2023, vol. 127, no. 1,
p. 1-13. ISSN: 0167-4048. Detail
2022
- HAMMER, J.; KŘIVKA, Z. Practical Aspects of Membership Problem of Watson-Crick Context-free Grammars. In Proceedings 12th International Workshop on Non-Classical Models of Automata and Applications. Electronic Proceedings in Theoretical Computer Science, EPTCS. Debrecen: School of Computer Science and Engineering, University of New South Wales, 2022.
p. 88-111. ISSN: 2075-2180. Detail - JEŘÁBEK, K.; HYNEK, K.; ČEJKA, T.; RYŠAVÝ, O. Collection of Datasets with DNS over HTTPS Traffic. Data in Brief (Online), 2022, vol. 2022, no. 42,
p. 1-13. ISSN: 2352-3409. Detail - JEŘÁBEK, K.; RYŠAVÝ, O.; BURGETOVÁ, I. Measurement and characterization of DNS over HTTPS traffic. 2022, vol. 2022, no. 2204,
p. 1-27. ISSN: 2331-8422. Detail - KLOBUČNÍKOVÁ, D.; KŘIVKA, Z.; MEDUNA, A. Conclusive Tree-Controlled Grammars. In Proceedings 12th International Workshop on Non-Classical Models of Automata and Applications. Electronic Proceedings in Theoretical Computer Science, EPTCS. Debrecen: School of Computer Science and Engineering, University of New South Wales, 2022.
p. 112-125. ISSN: 2075-2180. Detail - KOLÁŘ, D.; MEDUNA, A.; TOMKO, M. Multi-Island Finite Automata and Their Even Computations. Kybernetika, 2022, vol. 57, no. 5,
p. 856-877. ISSN: 0023-5954. Detail - MUSIL, M.; JEŽÍK, A.; HAMŠÍKOVÁ, M.; ŠTOURAČ, J.; GALGONEK, J.; EYRILMEZ, S.; VONDRÁŠEK, J.; DAMBORSKÝ, J.; BEDNÁŘ, D. Fully automated virtual screening pipeline of FDA-approved drugs using Caver Web. Computational and Structural Biotechnology Journal, 2022, vol. 20, no. 1,
p. 6512-6518. ISSN: 2001-0370. Detail - POLČÁK, L.; MATOUŠEK, P. Metering Homes: Do Energy Efficiency and Privacy Need to be in Conflict?. In Proceedings of the 19th International Conference on Security and Cryptography. Lisabon: SciTePress - Science and Technology Publications, 2022.
p. 47-58. ISBN: 978-989-758-590-6. Detail - RUDNITCKAIA, J.; VENKATASCHALAM, H.; ESSMANN, R.; HRUŠKA, T.; COLOMBO, A. Screening Process Mining and Value Stream Techniques on Industrial Manufacturing Processes: Process Modelling and Bottleneck Analysis. IEEE Access, 2022, vol. 2022, no. 10,
p. 24203-24214. ISSN: 2169-3536. Detail - VELECKÝ, J.; HAMŠÍKOVÁ, M.; ŠTOURAČ, J.; MUSIL, M.; DAMBORSKÝ, J.; BEDNÁŘ, D.; MAZURENKO, S. SoluProtMutDB: A manually curated database of protein solubility changes upon mutations. Computational and Structural Biotechnology Journal, 2022, vol. 20, no. 1,
p. 6339-6347. ISSN: 2001-0370. Detail - ZÁMOCKÝ, M.; MUSIL, M.; BANCHENKO, M.; FERIANC, P.; CHOVANOVÁ, K.; BARÁTH, P.; POLJOVKA, A.; BEDNÁŘ, D. Deep Insights into the Specific Evolution of Fungal Hybrid B Heme Peroxidases. Biology, 2022, vol. 11, no. 3,
p. 1-18. ISSN: 2079-7737. Detail
2021
- BURGETOVÁ, I.; MATOUŠEK, P.; MUTUA, N. Statistical Methods for Anomaly Detection in Industrial Communication. IT-TR-2021-01, Brno: Faculty of Information Technology BUT, 2021.
p. 0-0. Detail - HOLKOVIČ, M.; BOHUŠ, M.; RYŠAVÝ, O. Network Problem Diagnostics using Typographic Error Correction. In Proceedings of the 17th International Conference on Network Service Management (CNSM 2021). Izmir: Institute of Electrical and Electronics Engineers, 2021.
p. 482-490. ISBN: 978-3-903176-36-2. Detail - HON, J.; MARUŠIAK, M.; MARTÍNEK, T.; KUNKA, A.; ZENDULKA, J.; BEDNÁŘ, D.; DAMBORSKÝ, J. SoluProt: prediction of soluble protein expression in Escherichia coli. BIOINFORMATICS, 2021, vol. 37, no. 1,
p. 23-28. ISSN: 1367-4803. Detail - HRANICKÝ, R.; BREITINGER, F.; RYŠAVÝ, O.; SHEPPARD, J.; SCHAEDLER, F.; MORGENSTERN, H.; MALIK, S. What do incident response practitioners need to know? A skillmap for the years ahead. Forensic Science International: Digital Investigation, 2021, vol. 37, no. 2,
p. 23-34. ISSN: 2666-2825. Detail - KHAN, R.; MUSIL, M.; ŠTOURAČ, J.; DAMBORSKÝ, J.; BEDNÁŘ, D. Fully Automated Ancestral Sequence Reconstruction using FireProtASR. Current Protocols in Bioinformatics, 2021, vol. 1, no. 2,
p. 1-5. ISSN: 1934-3396. Detail - KÖVÁRI, A.; KŘIVKA, Z.; MEDUNA, A. Evaluating Yona Language. In INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021. Lisabon: International Association for Development of the Information Society, 2021.
p. 101-108. ISBN: 978-989-8704-34-4. Detail - MATOUŠEK, P. Bezpečnostní rizika IoT. Brno: 2021.
s. 1-12. Detail - MATOUŠEK, P. Security of Smart Grid Communication. Brno: Faculty of Information Technology BUT, 2021.
p. 0-0. Detail - MATOUŠEK, P.; BURGETOVÁ, I.; RYŠAVÝ, O.; VICTOR, M. On Reliability of JA3 Hashes for Fingerprinting Mobile Applications. In Digital Forensics and Cyber Crime. ICDF2C 2020. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. Boston: Springer International Publishing, 2021.
p. 1-22. ISBN: 978-3-030-68733-5. Detail - MATOUŠEK, P.; GROFČÍK, P. ICS Virtual Testbed. FIT-TR-2021-02, Brno: Faculty of Information Technology BUT, 2021.
p. 0-0. Detail - MATOUŠEK, P.; KRAJČ, P. Monitoring of IoT Devices Using SNMP. IT-TR-2020-10, Brno: Faculty of Information Technology BUT, 2021.
p. 0-0. Detail - MATOUŠEK, P.; PRISTAŠ, J.; MASÁROVÁ, M. Simulation of Industrial Processes using I/O Factory and UniPi. IT-TR-2020-09, Brno: Faculty of Information Technology BUT, 2021.
p. 0-0. Detail - MATOUŠEK, P.; RYŠAVÝ, O. Teaching ICS Security in Blended Classroom Environment. In Proceedings of the 2021 30th Annual Conference of the European Association for Education in Electrical and Information Engineering (EAEEIE). Prague: Czech Technical University, 2021.
p. 148-153. ISBN: 978-1-7281-9324-3. Detail - MATOUŠEK, P.; RYŠAVÝ, O.; POLČÁK, L. Unified SNMP Interface for IoT Monitoring. In Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management. Bordeaux: International Federation for Information Processing, 2021.
p. 938-943. ISBN: 978-3-903176-32-4. Detail - MUTUA, N.; MATOUŠEK, P. Outlier Detection in Smart Grid Communication. Fast Abstracts and Student Forum Proceedings, 17th European Dependable Computing Conference. Munich: 2021.
p. 1-4. Detail - OLIVEIRA, W.; ISOTANI, S.; PASTUSHENKO, O.; HAMARI, J.; HRUŠKA, T. Modeling students' flow experience through data logs in gamified educational systems. In Proceedings - IEEE 21st International Conference on Advanced Learning Technologies, ICALT 2021. online: IEEE Communications Society, 2021.
p. 97-101. ISBN: 978-1-6654-4106-3. Detail - OLIVEIRA, W.; PASTUSHENKO, O.; RODRIGUES, L.; TODA, A.; PALOMINO, P.; HAMARI, J.; ISOTANI, S. Does gamification affect flow experience? A systematic literature review. In GamiFIN Conference 2021. GamiFIN Conference 2021. Tampere: Association for Computing Machinery, 2021.
p. 110-119. ISBN: 979-000-000-6. Detail - OLIVEIRA, W.; TENORIO, K.; HAMARI, J.; PASTUSHENKO, O.; ISOTANI, S. Predicting students' flow experience through behavior data in gamified educational systems. Smart Learning Environments, 2021, vol. 8, no. 1,
p. 1-18. ISSN: 2196-7091. Detail - PLANAS-IGLESIAS, J.; PINTO, G.; MARQUES, S.; MUSIL, M.; DAMBORSKÝ, J.; ŠTOURAČ, J.; BEDNÁŘ, D. Computational design of enzymes for biotechnological applications. BIOTECHNOLOGY ADVANCES, 2021, vol. 47, no. 1,
p. 1-22. ISSN: 0734-9750. Detail - POLČÁK, L. CVE-2021-34571, CVE-2021-34572, CVE-2021-34573, CVE-2021-34576. Frankfurt am Main: 2021.
p. 0-0. Detail - REGÉCIOVÁ, D.; KOLÁŘ, D.; MILKOVIČ, M. Pattern Matching in YARA: Improved Aho-Corasick Algorithm. IEEE Access, 2021, vol. 9, no. 1,
p. 62857-62866. ISSN: 2169-3536. Detail - VESELÝ, V.; ZAVŘEL, J. Quality Control Methodology for Simulation Models of Computer Network Protocols. Proceedings of 8th Virutal OMNeT++ Community Summit. Ithaca, NY: Cornell University Library, 2021.
p. 1-19. ISSN: 2331-8422. Detail
2020
- Fully Automated Ancestral Sequence Reconstruction using FireProt-ASR Pipeline. 2020,
p. 1-5. Detail - HAVLENA, V.; HOLÍK, L.; MATOUŠEK, P. Learning Probabilistic Automata in the Context of IEC 104. IT-TR-2020-01, Brno: Faculty of Information Technology BUT, 2020.
p. 0-0. Detail - HOLKOVIČ, M.; BOHUŠ, M.; RYŠAVÝ, O. Pattern Detection Based Network Diagnostics. In Proceedings of the 17th International Joint Conference on e-Business and Telecommunications. Setubal: SciTePress - Science and Technology Publications, 2020.
p. 35-42. ISBN: 978-989-758-445-9. Detail - HOLKOVIČ, M.; RYŠAVÝ, O. Using Rule-Based Decision Trees for Automatic Passive Diagnostics of the Network Problems. International Journal on Advances in Networks and Services, 2020, vol. 2020, no. 1,
p. 1-10. ISSN: 1942-2644. Detail - HON, J.; BORKO, S.; ŠTOURAČ, J.; PROKOP, Z.; BEDNÁŘ, D.; ZENDULKA, J.; MARTÍNEK, T.; DAMBORSKÝ, J. EnzymeMiner: automated mining of soluble enzymes with diverse structures, catalytic properties and stabilities. Nucleic Acids Research, 2020, vol. 48, no. 1,
p. 104-109. ISSN: 1362-4962. Detail - HRANICKÝ, R. Forenzní analýza šifrovaných dat. DSM Data Security Management, 2020, roč. 2020, č. 4,
s. 14-18. ISSN: 1211-8737. Detail - MATOUŠEK, P.; BURGETOVÁ, I.; VICTOR, M. Mobile Device Fingerprinting. FIT-TR-2020-05, Brno: 2020.
p. 0-0. Detail - MATOUŠEK, P.; RYŠAVÝ, O.; HAVLENA, V.; GRÉGR, M. Flow based monitoring of ICS communication in the smart grid. Journal of Information Security and Applications, 2020, vol. 2020, no. 54,
p. 102535-102535. ISSN: 2214-2126. Detail - MUSIL, M.; KHAN, R.; BEIER, A.; ŠTOURAČ, J.; KONEGGER, H.; DAMBORSKÝ, J.; BEDNÁŘ, D. FireProtASR: Web Server for Fully Automated Ancestral Sequence Reconstruction. BRIEFINGS IN BIOINFORMATICS, 2020, vol. 22, no. 4,
p. 1-11. ISSN: 1467-5463. Detail - MUTUA, N. Application of Approximate Matching on Industrial Control System (ICS) Network Communication Using Ssdeep Algorithm. Brno: 2020.
p. 0-0. Detail - ŠTOURAČ, J.; DÚBRAVA, J.; MUSIL, M.; HORÁČKOVÁ, J.; MAZURENKO, S.; DAMBORSKÝ, J.; BEDNÁŘ, D. FireProtDB: Database of Manually Curated Protein Stability Data. Nucleic Acids Research, 2020, vol. 49, no. 1,
p. 319-324. ISSN: 1362-4962. Detail - VESELÝ, V.; ZAVŘEL, J. Enhanced Interior Gateway Routing Protocol. Budapešť: 2020.
p. 0-17. Detail - VICTOR, M. PC Browser and Android Applications Fingerprinting. Brno: 2020.
p. 0-0. Detail - WACHIURI, S. Security Analysis of the GOOSE Communication Protocol Using Statistical Profiling. Brno: 2020.
p. 0-0. Detail - YOUSSEF, S.; RYŠAVÝ, O. Proposed Method for Partial Node Replacement by Software Defined Network. Position Papers of the 2020 Federated Conference on Computer Science and Information Systems. Annals of Computer Science and Information Systems. Warsaw: Polish Information Processing Society, 2020.
p. 11-14. ISBN: 978-83-959183-0-8. ISSN: 2300-5963. Detail